Soil Data EDA Report

Brought to you by YData

Dataset statistics

Number of variables	19
Number of observations	471
Missing cells	4
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	184.1 KiB
Average record size in memory	400.4 B

Variable types

Numeric	14
Categorical	4
Text	1

Alerts

`DEM` is highly overall correlated with `ID` and 7 other fields	High correlation
`FIPS` is highly overall correlated with `STATE` and 1 other fields	High correlation
`FRG` is highly overall correlated with `NLCD`	High correlation
`ID` is highly overall correlated with `DEM` and 6 other fields	High correlation
`KFactor` is highly overall correlated with `DEM` and 1 other fields	High correlation
`Latitude` is highly overall correlated with `MAT` and 2 other fields	High correlation
`Longitude` is highly overall correlated with `DEM` and 6 other fields	High correlation
`MAP` is highly overall correlated with `NDVI` and 1 other fields	High correlation
`MAT` is highly overall correlated with `DEM` and 6 other fields	High correlation
`NDVI` is highly overall correlated with `MAP` and 1 other fields	High correlation
`NLCD` is highly overall correlated with `DEM` and 3 other fields	High correlation
`SOC` is highly overall correlated with `MAP` and 1 other fields	High correlation
`STATE` is highly overall correlated with `DEM` and 6 other fields	High correlation
`STATE_ID` is highly overall correlated with `DEM` and 6 other fields	High correlation
`SiltClay` is highly overall correlated with `KFactor`	High correlation
`Slope` is highly overall correlated with `DEM` and 3 other fields	High correlation
`ID` is uniformly distributed	Uniform
`ID` has unique values	Unique
`Longitude` has unique values	Unique
`Latitude` has unique values	Unique

Reproduction

Analysis started	2025-09-15 01:09:15.225763
Analysis finished	2025-09-15 01:09:31.334794
Duration	16.11 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

ID
Real number (ℝ)

High correlation Uniform Unique

Distinct	471
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	237.71762

Minimum	1
Maximum	473
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.8 KiB

Quantile statistics

Minimum	1
5-th percentile	24.5
Q1	120.5
median	238
Q3	355.5
95-th percentile	449.5
Maximum	473
Range	472
Interquartile range (IQR)	235

Descriptive statistics

Standard deviation	136.53087
Coefficient of variation (CV)	0.57434057
Kurtosis	-1.1940979
Mean	237.71762
Median Absolute Deviation (MAD)	118
Skewness	-0.0076763503
Sum	111965
Variance	18640.68
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
473	1	0.2%
1	1	0.2%
2	1	0.2%
3	1	0.2%
4	1	0.2%
5	1	0.2%
6	1	0.2%
7	1	0.2%
8	1	0.2%
9	1	0.2%
Other values (461)	461	97.9%

Value	Count	Frequency (%)
1	1	0.2%
2	1	0.2%
3	1	0.2%
4	1	0.2%
5	1	0.2%
6	1	0.2%
7	1	0.2%
8	1	0.2%
9	1	0.2%
10	1	0.2%

Value	Count	Frequency (%)
473	1	0.2%
472	1	0.2%
471	1	0.2%
470	1	0.2%
469	1	0.2%
468	1	0.2%
467	1	0.2%
466	1	0.2%
465	1	0.2%
464	1	0.2%

FIPS
Real number (ℝ)

High correlation

Distinct	172
Distinct (%)	36.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29232.59

Minimum	8001
Maximum	56045
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.8 KiB

Quantile statistics

Minimum	8001
5-th percentile	8033
Q1	8109
median	20195
Q3	56001
95-th percentile	56035
Maximum	56045
Range	48044
Interquartile range (IQR)	47892

Descriptive statistics

Standard deviation	18424.533
Coefficient of variation (CV)	0.63027371
Kurtosis	-1.336933
Mean	29232.59
Median Absolute Deviation (MAD)	12188
Skewness	0.32730239
Sum	13768550
Variance	3.3946342 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
56013	14	3.0%
56007	12	2.5%
56035	9	1.9%
56029	9	1.9%
35003	8	1.7%
56009	8	1.7%
35053	7	1.5%
56039	7	1.5%
56005	7	1.5%
56019	7	1.5%
Other values (162)	383	81.3%

Value	Count	Frequency (%)
8001	1	0.2%
8003	2	0.4%
8005	3	0.6%
8007	1	0.2%
8009	5	1.1%
8013	1	0.2%
8015	1	0.2%
8017	3	0.6%
8021	1	0.2%
8023	1	0.2%

Value	Count	Frequency (%)
56045	4	0.8%
56043	5	1.1%
56041	2	0.4%
56039	7	1.5%
56037	4	0.8%
56035	9	1.9%
56033	4	0.8%
56031	2	0.4%
56029	9	1.9%
56027	3	0.6%

STATE_ID
Categorical

High correlation

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	27.1 KiB

8	136
56	120
35	109
20	106

Length

Max length	2
Median length	2
Mean length	1.7112527
Min length	1

Characters and Unicode

Total characters	806
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	56
2nd row	56
3rd row	56
4th row	56
5th row	56

Common Values

Value	Count	Frequency (%)
8	136	28.9%
56	120	25.5%
35	109	23.1%
20	106	22.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
8	136	28.9%
56	120	25.5%
35	109	23.1%
20	106	22.5%

Most occurring characters

Value	Count	Frequency (%)
5	229	28.4%
8	136	16.9%
6	120	14.9%
3	109	13.5%
2	106	13.2%
0	106	13.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	806	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
5	229	28.4%
8	136	16.9%
6	120	14.9%
3	109	13.5%
2	106	13.2%
0	106	13.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	806	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
5	229	28.4%
8	136	16.9%
6	120	14.9%
3	109	13.5%
2	106	13.2%
0	106	13.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	806	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
5	229	28.4%
8	136	16.9%
6	120	14.9%
3	109	13.5%
2	106	13.2%
0	106	13.2%

STATE
Categorical

High correlation

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	29.9 KiB

Colorado	136
Wyoming	120
New Mexico	109
Kansas	106

Length

Max length	10
Median length	8
Mean length	7.7579618
Min length	6

Characters and Unicode

Total characters	3654
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Wyoming
2nd row	Wyoming
3rd row	Wyoming
4th row	Wyoming
5th row	Wyoming

Common Values

Value	Count	Frequency (%)
Colorado	136	28.9%
Wyoming	120	25.5%
New Mexico	109	23.1%
Kansas	106	22.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
colorado	136	23.4%
wyoming	120	20.7%
new	109	18.8%
mexico	109	18.8%
kansas	106	18.3%

Most occurring characters

Value	Count	Frequency (%)
o	637	17.4%
a	348	9.5%
i	229	6.3%
n	226	6.2%
e	218	6.0%
s	212	5.8%
r	136	3.7%
C	136	3.7%
l	136	3.7%
d	136	3.7%
Other values (11)	1240	33.9%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	3654	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	637	17.4%
a	348	9.5%
i	229	6.3%
n	226	6.2%
e	218	6.0%
s	212	5.8%
r	136	3.7%
C	136	3.7%
l	136	3.7%
d	136	3.7%
Other values (11)	1240	33.9%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	3654	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	637	17.4%
a	348	9.5%
i	229	6.3%
n	226	6.2%
e	218	6.0%
s	212	5.8%
r	136	3.7%
C	136	3.7%
l	136	3.7%
d	136	3.7%
Other values (11)	1240	33.9%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	3654	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	637	17.4%
a	348	9.5%
i	229	6.3%
n	226	6.2%
e	218	6.0%
s	212	5.8%
r	136	3.7%
C	136	3.7%
l	136	3.7%
d	136	3.7%
Other values (11)	1240	33.9%

COUNTY
Text

Distinct	161
Distinct (%)	34.2%
Missing	0
Missing (%)	0.0%
Memory size	32.6 KiB

Length

Max length	19
Median length	17
Mean length	13.641189
Min length	10

Characters and Unicode

Total characters	6425
Distinct characters	49
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	53 ?
Unique (%)	11.3%

Sample

1st row	Uinta County
2nd row	Lincoln County
3rd row	Teton County
4th row	Teton County
5th row	Park County

Value	Count	Frequency (%)
county	471	48.0%
fremont	14	1.4%
carbon	12	1.2%
park	12	1.2%
rio	12	1.2%
sublette	9	0.9%
converse	8	0.8%
baca	8	0.8%
san	8	0.8%
catron	8	0.8%
Other values (160)	420	42.8%

Most occurring characters

Value	Count	Frequency (%)
o	767	11.9%
n	731	11.4%
t	620	9.6%
u	549	8.5%
C	545	8.5%
	511	8.0%
y	508	7.9%
a	357	5.6%
e	290	4.5%
r	226	3.5%
Other values (39)	1321	20.6%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	6425	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	767	11.9%
n	731	11.4%
t	620	9.6%
u	549	8.5%
C	545	8.5%
	511	8.0%
y	508	7.9%
a	357	5.6%
e	290	4.5%
r	226	3.5%
Other values (39)	1321	20.6%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	6425	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	767	11.9%
n	731	11.4%
t	620	9.6%
u	549	8.5%
C	545	8.5%
	511	8.0%
y	508	7.9%
a	357	5.6%
e	290	4.5%
r	226	3.5%
Other values (39)	1321	20.6%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	6425	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	767	11.9%
n	731	11.4%
t	620	9.6%
u	549	8.5%
C	545	8.5%
	511	8.0%
y	508	7.9%
a	357	5.6%
e	290	4.5%
r	226	3.5%
Other values (39)	1321	20.6%

Longitude
Real number (ℝ)

High correlation Unique

Distinct	471
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-104.48656

Minimum	-111.01186
Maximum	-94.915421
Zeros	0
Zeros (%)	0.0%
Negative	471
Negative (%)	100.0%
Memory size	3.8 KiB

Quantile statistics

Minimum	-111.01186
5-th percentile	-109.59659
Q1	-107.53871
median	-105.30963
Q3	-102.64679
95-th percentile	-96.207183
Maximum	-94.915421
Range	16.096439
Interquartile range (IQR)	4.8919236

Descriptive statistics

Standard deviation	3.9865906
Coefficient of variation (CV)	-0.0381541
Kurtosis	-0.29050033
Mean	-104.48656
Median Absolute Deviation (MAD)	2.36033
Skewness	0.75206204
Sum	-49213.169
Variance	15.892904
Monotonicity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-94.91542121	1	0.2%
-111.01186	1	0.2%
-110.982973	1	0.2%
-110.80649	1	0.2%
-110.7344173	1	0.2%
-110.7307901	1	0.2%
-110.66185	1	0.2%
-110.64348	1	0.2%
-110.595819	1	0.2%
-110.5769801	1	0.2%
Other values (461)	461	97.9%

Value	Count	Frequency (%)
-111.01186	1	0.2%
-110.982973	1	0.2%
-110.80649	1	0.2%
-110.7344173	1	0.2%
-110.7307901	1	0.2%
-110.66185	1	0.2%
-110.64348	1	0.2%
-110.595819	1	0.2%
-110.5769801	1	0.2%
-110.51702	1	0.2%

Value	Count	Frequency (%)
-94.91542121	1	0.2%
-95.01079355	1	0.2%
-95.18900004	1	0.2%
-95.23890906	1	0.2%
-95.3651564	1	0.2%
-95.36933051	1	0.2%
-95.37215319	1	0.2%
-95.47712358	1	0.2%
-95.48475339	1	0.2%
-95.52098663	1	0.2%

Latitude
Real number (ℝ)

High correlation Unique

Distinct	471
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	38.869818

Minimum	31.50637
Maximum	44.989732
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.8 KiB

Quantile statistics

Minimum	31.50637
5-th percentile	32.951394
Q1	37.188095
median	38.77066
Q3	41.076855
95-th percentile	44.152655
Maximum	44.989732
Range	13.483362
Interquartile range (IQR)	3.88876

Descriptive statistics

Standard deviation	3.2329021
Coefficient of variation (CV)	0.083172556
Kurtosis	-0.54254939
Mean	38.869818
Median Absolute Deviation (MAD)	1.87287
Skewness	-0.11243351
Sum	18307.684
Variance	10.451656
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
37.28449297	1	0.2%
41.05630002	1	0.2%
42.88349671	1	0.2%
44.53497	1	0.2%
44.43288644	1	0.2%
44.80635003	1	0.2%
44.09124	1	0.2%
43.51083	1	0.2%
44.31814975	1	0.2%
43.69342003	1	0.2%
Other values (461)	461	97.9%

Value	Count	Frequency (%)
31.50637004	1	0.2%
31.80685194	1	0.2%
31.89556046	1	0.2%
31.93259307	1	0.2%
32.17824002	1	0.2%
32.19851001	1	0.2%
32.23849002	1	0.2%
32.27705996	1	0.2%
32.31215996	1	0.2%
32.35368689	1	0.2%

Value	Count	Frequency (%)
44.98973175	1	0.2%
44.95772118	1	0.2%
44.92136235	1	0.2%
44.91846863	1	0.2%
44.84582998	1	0.2%
44.83989999	1	0.2%
44.80635003	1	0.2%
44.77946004	1	0.2%
44.7719228	1	0.2%
44.75683001	1	0.2%

SOC
Real number (ℝ)

High correlation

Distinct	456
Distinct (%)	97.6%
Missing	4
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	6.3507623

Minimum	0.408
Maximum	30.473
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.8 KiB

Quantile statistics

Minimum	0.408
5-th percentile	0.9637
Q1	2.7695
median	4.971
Q3	8.7135
95-th percentile	16.5219
Maximum	30.473
Range	30.065
Interquartile range (IQR)	5.944

Descriptive statistics

Standard deviation	5.0454091
Coefficient of variation (CV)	0.79445725
Kurtosis	2.4271923
Mean	6.3507623
Median Absolute Deviation (MAD)	2.619
Skewness	1.4647284
Sum	2965.806
Variance	25.456153
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.02	2	0.4%
2.884	2	0.4%
1.015	2	0.4%
3.595	2	0.4%
4.594	2	0.4%
11.22	2	0.4%
1.35	2	0.4%
10.076	2	0.4%
4.83	2	0.4%
4.974	2	0.4%
Other values (446)	447	94.9%
(Missing)	4	0.8%

Value	Count	Frequency (%)
0.408	1	0.2%
0.446	1	0.2%
0.462	1	0.2%
0.471	1	0.2%
0.485	1	0.2%
0.494	1	0.2%
0.5	1	0.2%
0.528	1	0.2%
0.605	1	0.2%
0.606	1	0.2%

Value	Count	Frequency (%)
30.473	1	0.2%
27.984	1	0.2%
24.954	1	0.2%
23.19	1	0.2%
23.058	1	0.2%
21.644	1	0.2%
21.591	1	0.2%
21.455	1	0.2%
21.125	1	0.2%
21.076	1	0.2%

DEM
Real number (ℝ)

High correlation

Distinct	464
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1631.1063

Minimum	258.6488
Maximum	3618.0242
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.8 KiB

Quantile statistics

Minimum	258.6488
5-th percentile	353.76965
Q1	1175.3314
median	1592.8932
Q3	2234.2649
95-th percentile	2797.0868
Maximum	3618.0242
Range	3359.3754
Interquartile range (IQR)	1058.9335

Descriptive statistics

Standard deviation	767.69233
Coefficient of variation (CV)	0.47065744
Kurtosis	-0.80391609
Mean	1631.1063
Median Absolute Deviation (MAD)	590.00305
Skewness	-0.02350235
Sum	768251.07
Variance	589351.51
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1306.727661	2	0.4%
1561.74939	2	0.4%
2439.060547	2	0.4%
313.8303223	2	0.4%
1986.571533	2	0.4%
2465.521973	2	0.4%
2328.449463	2	0.4%
1298.654541	1	0.2%
1331.444092	1	0.2%
1063.505127	1	0.2%
Other values (454)	454	96.4%

Value	Count	Frequency (%)
258.6488037	1	0.2%
269.3353577	1	0.2%
272.2623901	1	0.2%
272.6796875	1	0.2%
277.6633606	1	0.2%
293.8309326	1	0.2%
296.3933716	1	0.2%
298.0536804	1	0.2%
307.7427063	1	0.2%
313.1699219	1	0.2%

Value	Count	Frequency (%)
3618.02417	1	0.2%
3471.049316	1	0.2%
3376.358154	1	0.2%
3376.141846	1	0.2%
3232.158203	1	0.2%
3124.866211	1	0.2%
3123.391602	1	0.2%
3111.41333	1	0.2%
3109.554443	1	0.2%
3095.490479	1	0.2%

Aspect
Real number (ℝ)

Distinct	464
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	165.46766

Minimum	86.894569
Maximum	255.83353
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.8 KiB

Quantile statistics

Minimum	86.894569
5-th percentile	130.00969
Q1	148.80523
median	164.07072
Q3	179.08429
95-th percentile	208.19434
Maximum	255.83353
Range	168.93896
Interquartile range (IQR)	30.27906

Descriptive statistics

Standard deviation	24.337033
Coefficient of variation (CV)	0.1470803
Kurtosis	0.96876512
Mean	165.46766
Median Absolute Deviation (MAD)	15.263336
Skewness	0.53432801
Sum	77935.267
Variance	592.29118
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
190.9215546	2	0.4%
138.082428	2	0.4%
153.8435516	2	0.4%
176.8919983	2	0.4%
175.594574	2	0.4%
136.4089966	2	0.4%
219.6880188	2	0.4%
208.2095642	1	0.2%
170.2262115	1	0.2%
164.7299347	1	0.2%
Other values (454)	454	96.4%

Value	Count	Frequency (%)
86.8945694	1	0.2%
106.511261	1	0.2%
110.139595	1	0.2%
110.2962875	1	0.2%
115.2586517	1	0.2%
117.2919388	1	0.2%
118.9809952	1	0.2%
120.0071259	1	0.2%
120.4855576	1	0.2%
121.1834183	1	0.2%

Value	Count	Frequency (%)
255.8335266	1	0.2%
254.6745758	1	0.2%
250.3361969	1	0.2%
250.1024017	1	0.2%
234.4831238	1	0.2%
232.394577	1	0.2%
229.5141144	1	0.2%
224.0729828	1	0.2%
223.6387939	1	0.2%
223.1869812	1	0.2%

Slope
Real number (ℝ)

High correlation

Distinct	464
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4.8267399

Minimum	0.64925271
Maximum	26.104162
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.8 KiB

Quantile statistics

Minimum	0.64925271
5-th percentile	0.93206206
Q1	1.4506671
median	2.7266774
Q3	7.1070788
95-th percentile	14.707602
Maximum	26.104162
Range	25.45491
Interquartile range (IQR)	5.6564116

Descriptive statistics

Standard deviation	4.6888761
Coefficient of variation (CV)	0.9714375
Kurtosis	2.4410859
Mean	4.8267399
Median Absolute Deviation (MAD)	1.5953804
Skewness	1.6325236
Sum	2273.3945
Variance	21.985559
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1.493518829	2	0.4%
4.469407558	2	0.4%
3.570212603	2	0.4%
2.361840725	2	0.4%
4.573308945	2	0.4%
10.10852718	2	0.4%
10.4627409	2	0.4%
1.716193557	1	0.2%
1.872875452	1	0.2%
1.025621295	1	0.2%
Other values (454)	454	96.4%

Value	Count	Frequency (%)
0.649252713	1	0.2%
0.753047287	1	0.2%
0.781253636	1	0.2%
0.785101414	1	0.2%
0.789641201	1	0.2%
0.800130606	1	0.2%
0.805040777	1	0.2%
0.817521036	1	0.2%
0.835930109	1	0.2%
0.858109653	1	0.2%

Value	Count	Frequency (%)
26.10416222	1	0.2%
24.94082069	1	0.2%
20.80967331	1	0.2%
20.4222908	1	0.2%
20.31998825	1	0.2%
19.7778759	1	0.2%
19.34244156	1	0.2%
19.16675568	1	0.2%
18.98168182	1	0.2%
18.61675262	1	0.2%

TPI
Real number (ℝ)

Distinct	464
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-0.00066909909

Minimum	-26.708651
Maximum	16.706257
Zeros	0
Zeros (%)	0.0%
Negative	241
Negative (%)	51.2%
Memory size	3.8 KiB

Quantile statistics

Minimum	-26.708651
5-th percentile	-5.2362919
Q1	-0.81605425
median	-0.04758827
Q3	0.8490718
95-th percentile	6.231636
Maximum	16.706257
Range	43.414907
Interquartile range (IQR)	1.6651261

Descriptive statistics

Standard deviation	3.5673903
Coefficient of variation (CV)	-5331.6323
Kurtosis	10.718063
Mean	-0.00066909909
Median Absolute Deviation (MAD)	0.83830066
Skewness	-1.0871291
Sum	-0.31514567
Variance	12.726274
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-0.457343131	2	0.4%
-2.700242758	2	0.4%
-2.728082418	2	0.4%
-0.885888934	2	0.4%
1.805906773	2	0.4%
8.48152256	2	0.4%
0.551476836	2	0.4%
-0.02701824	1	0.2%
-0.133461028	1	0.2%
0.251985759	1	0.2%
Other values (454)	454	96.4%

Value	Count	Frequency (%)
-26.70865059	1	0.2%
-16.92754936	1	0.2%
-14.92387867	1	0.2%
-13.91132736	1	0.2%
-12.696311	1	0.2%
-11.65337181	1	0.2%
-11.63264465	1	0.2%
-10.73035431	1	0.2%
-9.535725594	1	0.2%
-9.479537964	1	0.2%

Value	Count	Frequency (%)
16.70625687	1	0.2%
11.70857334	1	0.2%
10.79698753	1	0.2%
10.26024818	1	0.2%
10.1651659	1	0.2%
9.453812599	1	0.2%
9.318076134	1	0.2%
9.142570496	1	0.2%
9.017038345	1	0.2%
8.48152256	2	0.4%

KFactor
Real number (ℝ)

High correlation

Distinct	386
Distinct (%)	82.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.25589651

Minimum	0.050000001
Maximum	0.43000001
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.8 KiB

Quantile statistics

Minimum	0.050000001
5-th percentile	0.10331515
Q1	0.19333572
median	0.28
Q3	0.31999999
95-th percentile	0.37000001
Maximum	0.43000001
Range	0.38000001
Interquartile range (IQR)	0.12666427

Descriptive statistics

Standard deviation	0.08560191
Coefficient of variation (CV)	0.3345177
Kurtosis	-0.64396548
Mean	0.25589651
Median Absolute Deviation (MAD)	0.053636372
Skewness	-0.54135158
Sum	120.52726
Variance	0.0073276871
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.319999993	53	11.3%
0.370000005	10	2.1%
0.200000003	7	1.5%
0.280000001	6	1.3%
0.170000002	4	0.8%
0.100000001	2	0.4%
0.153263152	2	0.4%
0.149090916	2	0.4%
0.12565656	2	0.4%
0.260937512	2	0.4%
Other values (376)	381	80.9%

Value	Count	Frequency (%)
0.050000001	2	0.4%
0.05102041	1	0.2%
0.053296704	1	0.2%
0.05468085	1	0.2%
0.055	1	0.2%
0.058526315	1	0.2%
0.059	1	0.2%
0.059500001	1	0.2%
0.05979592	1	0.2%
0.064130433	1	0.2%

Value	Count	Frequency (%)
0.430000007	1	0.2%
0.412197798	1	0.2%
0.411818177	1	0.2%
0.410430104	1	0.2%
0.403950632	1	0.2%
0.392098755	1	0.2%
0.388297886	1	0.2%
0.38595745	1	0.2%
0.384375006	1	0.2%
0.377499998	1	0.2%

MAP
Real number (ℝ)

High correlation

Distinct	464
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	499.37295

Minimum	193.91322
Maximum	1128.1145
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.8 KiB

Quantile statistics

Minimum	193.91322
5-th percentile	261.50912
Q1	352.77451
median	432.6304
Q3	590.42691
95-th percentile	927.77014
Maximum	1128.1145
Range	934.20128
Interquartile range (IQR)	237.6524

Descriptive statistics

Standard deviation	206.93592
Coefficient of variation (CV)	0.41439153
Kurtosis	0.46982257
Mean	499.37295
Median Absolute Deviation (MAD)	102.67889
Skewness	1.0825393
Sum	235204.66
Variance	42822.475
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
425.2972107	2	0.4%
369.6527405	2	0.4%
244.2666168	2	0.4%
927.7701416	2	0.4%
261.5091248	2	0.4%
489.2418823	2	0.4%
508.8981934	2	0.4%
393.8974915	1	0.2%
401.3128357	1	0.2%
342.2649231	1	0.2%
Other values (454)	454	96.4%

Value	Count	Frequency (%)
193.9132233	1	0.2%
194.2818298	1	0.2%
195.2479248	1	0.2%
201.5090637	1	0.2%
204.9618225	1	0.2%
205.0567932	1	0.2%
206.8027039	1	0.2%
207.0542603	1	0.2%
210.6248474	1	0.2%
229.827774	1	0.2%

Value	Count	Frequency (%)
1128.114502	1	0.2%
1126.816528	1	0.2%
1121.274414	1	0.2%
1115.609253	1	0.2%
1109.410767	1	0.2%
1099.34082	1	0.2%
1098.397339	1	0.2%
1080.718384	1	0.2%
1060.175659	1	0.2%
1043.991333	1	0.2%

MAT
Real number (ℝ)

High correlation

Distinct	463
Distinct (%)	98.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.8855211

Minimum	-0.5910638
Maximum	16.874287
Zeros	0
Zeros (%)	0.0%
Negative	6
Negative (%)	1.3%
Memory size	3.8 KiB

Quantile statistics

Minimum	-0.5910638
5-th percentile	1.6258606
Q1	5.8800533
median	9.1728353
Q3	12.444286
95-th percentile	14.638992
Maximum	16.874287
Range	17.46535
Interquartile range (IQR)	6.5642326

Descriptive statistics

Standard deviation	4.0981336
Coefficient of variation (CV)	0.46121478
Kurtosis	-0.82365673
Mean	8.8855211
Median Absolute Deviation (MAD)	3.2924228
Skewness	-0.27522458
Sum	4185.0804
Variance	16.794699
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8.056969643	2	0.4%
3.173333406	2	0.4%
5.51282835	2	0.4%
2.535979271	2	0.4%
11.69946766	2	0.4%
9.521315575	2	0.4%
7.075252533	2	0.4%
6.232395649	2	0.4%
14.73075008	1	0.2%
14.26611137	1	0.2%
Other values (453)	453	96.2%

Value	Count	Frequency (%)
-0.591063797	1	0.2%
-0.342474163	1	0.2%
-0.309166729	1	0.2%
-0.213022023	1	0.2%
-0.143489569	1	0.2%
-0.103999995	1	0.2%
0.382888913	1	0.2%
0.470781118	1	0.2%
0.702472448	1	0.2%
0.758826554	1	0.2%

Value	Count	Frequency (%)
16.87428665	1	0.2%
16.74279022	1	0.2%
16.67824936	1	0.2%
16.67785645	1	0.2%
16.30372429	1	0.2%
16.19720078	1	0.2%
15.98961067	1	0.2%
15.97299957	1	0.2%
15.94797993	1	0.2%
15.7054081	1	0.2%

NDVI
Real number (ℝ)

High correlation

Distinct	464
Distinct (%)	98.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.43543111

Minimum	0.14243349
Maximum	0.79699218
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.8 KiB

Quantile statistics

Minimum	0.14243349
5-th percentile	0.19207376
Q1	0.30534685
median	0.41568252
Q3	0.55590254
95-th percentile	0.72162244
Maximum	0.79699218
Range	0.65455869
Interquartile range (IQR)	0.25055569

Descriptive statistics

Standard deviation	0.16202394
Coefficient of variation (CV)	0.37210004
Kurtosis	-0.91804181
Mean	0.43543111
Median Absolute Deviation (MAD)	0.13058659
Skewness	0.23375088
Sum	205.08805
Variance	0.026251756
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.395361334	2	0.4%
0.376411051	2	0.4%
0.259133458	2	0.4%
0.796992183	2	0.4%
0.218770355	2	0.4%
0.531961083	2	0.4%
0.573623061	2	0.4%
0.275360823	1	0.2%
0.285669565	1	0.2%
0.270067871	1	0.2%
Other values (454)	454	96.4%

Value	Count	Frequency (%)
0.142433494	1	0.2%
0.148967952	1	0.2%
0.153097853	1	0.2%
0.162046626	1	0.2%
0.162069917	1	0.2%
0.163638309	1	0.2%
0.164828882	1	0.2%
0.165527865	1	0.2%
0.167451352	1	0.2%
0.169441774	1	0.2%

Value	Count	Frequency (%)
0.796992183	2	0.4%
0.781474531	1	0.2%
0.773537636	1	0.2%
0.770299137	1	0.2%
0.755763054	1	0.2%
0.750859082	1	0.2%
0.750725389	1	0.2%
0.749037266	1	0.2%
0.746697128	1	0.2%
0.737809896	1	0.2%

SiltClay
Real number (ℝ)

High correlation

Distinct	462
Distinct (%)	98.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	53.677916

Minimum	9.1619568
Maximum	89.834412
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	3.8 KiB

Quantile statistics

Minimum	9.1619568
5-th percentile	26.452091
Q1	42.75873
median	52.112766
Q3	62.850862
95-th percentile	82.898888
Maximum	89.834412
Range	80.672455
Interquartile range (IQR)	20.092133

Descriptive statistics

Standard deviation	17.239242
Coefficient of variation (CV)	0.3211608
Kurtosis	-0.32169567
Mean	53.677916
Median Absolute Deviation (MAD)	9.8622627
Skewness	0.11049198
Sum	25282.298
Variance	297.19148
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
17.69052696	2	0.4%
58.14123535	2	0.4%
33.08124924	2	0.4%
53.33737564	2	0.4%
88.55212402	2	0.4%
31.43030357	2	0.4%
42	2	0.4%
54.03131485	2	0.4%
31.89999962	2	0.4%
46.90714264	1	0.2%
Other values (452)	452	96.0%

Value	Count	Frequency (%)
9.161956787	1	0.2%
9.253535271	1	0.2%
10.70105267	1	0.2%
12.74591827	1	0.2%
13.47474766	1	0.2%
13.82199955	1	0.2%
14.82857132	1	0.2%
14.99354839	1	0.2%
17.39800072	1	0.2%
17.69052696	2	0.4%

Value	Count	Frequency (%)
89.83441162	1	0.2%
88.55212402	2	0.4%
88.5	1	0.2%
88.42424011	1	0.2%
88.42021179	1	0.2%
87.80515289	1	0.2%
87.71546173	1	0.2%
87.42795563	1	0.2%
87.1631546	1	0.2%
87.06046295	1	0.2%

NLCD
Categorical

High correlation

Distinct	4
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	31.2 KiB

Herbaceous	151
Shrubland	130
Planted/Cultivated	97
Forest	93

Length

Max length	18
Median length	10
Mean length	10.581741
Min length	6

Characters and Unicode

Total characters	4984
Distinct characters	21
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Shrubland
2nd row	Shrubland
3rd row	Forest
4th row	Forest
5th row	Forest

Common Values

Value	Count	Frequency (%)
Herbaceous	151	32.1%
Shrubland	130	27.6%
Planted/Cultivated	97	20.6%
Forest	93	19.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
herbaceous	151	32.1%
shrubland	130	27.6%
planted/cultivated	97	20.6%
forest	93	19.7%

Most occurring characters

Value	Count	Frequency (%)
e	589	11.8%
a	475	9.5%
t	384	7.7%
u	378	7.6%
r	374	7.5%
d	324	6.5%
l	324	6.5%
b	281	5.6%
s	244	4.9%
o	244	4.9%
Other values (11)	1367	27.4%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	4984	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	589	11.8%
a	475	9.5%
t	384	7.7%
u	378	7.6%
r	374	7.5%
d	324	6.5%
l	324	6.5%
b	281	5.6%
s	244	4.9%
o	244	4.9%
Other values (11)	1367	27.4%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	4984	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	589	11.8%
a	475	9.5%
t	384	7.7%
u	378	7.6%
r	374	7.5%
d	324	6.5%
l	324	6.5%
b	281	5.6%
s	244	4.9%
o	244	4.9%
Other values (11)	1367	27.4%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	4984	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	589	11.8%
a	475	9.5%
t	384	7.7%
u	378	7.6%
r	374	7.5%
d	324	6.5%
l	324	6.5%
b	281	5.6%
s	244	4.9%
o	244	4.9%
Other values (11)	1367	27.4%

FRG
Categorical

High correlation

Distinct	6
Distinct (%)	1.3%
Missing	0
Missing (%)	0.0%
Memory size	35.6 KiB

Fire Regime Group II	252
Fire Regime Group III	100
Fire Regime Group IV	75
Fire Regime Group I	19
Fire Regime Group V	18

Length

Max length	21
Median length	20
Mean length	20.089172
Min length	17

Characters and Unicode

Total characters	9462
Distinct characters	18
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Fire Regime Group IV
2nd row	Fire Regime Group IV
3rd row	Fire Regime Group V
4th row	Fire Regime Group V
5th row	Fire Regime Group V

Common Values

Value	Count	Frequency (%)
Fire Regime Group II	252	53.5%
Fire Regime Group III	100	21.2%
Fire Regime Group IV	75	15.9%
Fire Regime Group I	19	4.0%
Fire Regime Group V	18	3.8%
Indeterminate FRG	7	1.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
fire	464	24.8%
regime	464	24.8%
group	464	24.8%
ii	252	13.5%
iii	100	5.3%
iv	75	4.0%
i	19	1.0%
v	18	1.0%
indeterminate	7	0.4%
frg	7	0.4%

Most occurring characters

Value	Count	Frequency (%)
e	1413	14.9%
	1399	14.8%
r	935	9.9%
i	935	9.9%
I	905	9.6%
F	471	5.0%
m	471	5.0%
G	471	5.0%
R	471	5.0%
g	464	4.9%
Other values (8)	1527	16.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9462	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	1413	14.9%
	1399	14.8%
r	935	9.9%
i	935	9.9%
I	905	9.6%
F	471	5.0%
m	471	5.0%
G	471	5.0%
R	471	5.0%
g	464	4.9%
Other values (8)	1527	16.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9462	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	1413	14.9%
	1399	14.8%
r	935	9.9%
i	935	9.9%
I	905	9.6%
F	471	5.0%
m	471	5.0%
G	471	5.0%
R	471	5.0%
g	464	4.9%
Other values (8)	1527	16.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9462	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	1413	14.9%
	1399	14.8%
r	935	9.9%
i	935	9.9%
I	905	9.6%
F	471	5.0%
m	471	5.0%
G	471	5.0%
R	471	5.0%
g	464	4.9%
Other values (8)	1527	16.1%

	Aspect	DEM	FIPS	FRG	ID	KFactor	Latitude	Longitude	MAP	MAT	NDVI	NLCD	SOC	STATE	STATE_ID	SiltClay	Slope	TPI
Aspect	1.000	0.227	0.020	0.226	-0.252	-0.085	-0.003	-0.252	0.104	-0.194	0.116	0.248	0.086	0.138	0.138	-0.069	0.315	0.054
DEM	0.227	1.000	0.023	0.410	-0.793	-0.568	0.107	-0.793	-0.205	-0.812	-0.029	0.578	0.090	0.574	0.574	-0.441	0.734	-0.004
FIPS	0.020	0.023	1.000	0.421	-0.357	0.151	0.298	-0.357	-0.316	-0.132	-0.343	0.458	-0.109	1.000	1.000	-0.149	0.096	0.001
FRG	0.226	0.410	0.421	1.000	0.428	0.243	0.302	0.409	0.265	0.412	0.241	0.519	0.123	0.421	0.421	0.208	0.361	0.250
ID	-0.252	-0.793	-0.357	0.428	1.000	0.382	-0.170	1.000	0.432	0.638	0.299	0.533	0.079	0.600	0.600	0.383	-0.663	0.020
KFactor	-0.085	-0.568	0.151	0.243	0.382	1.000	0.114	0.382	0.060	0.345	-0.044	0.302	0.044	0.358	0.358	0.595	-0.401	-0.026
Latitude	-0.003	0.107	0.298	0.302	-0.170	0.114	1.000	-0.170	-0.014	-0.608	0.196	0.353	0.282	0.813	0.813	-0.039	0.191	-0.034
Longitude	-0.252	-0.793	-0.357	0.409	1.000	0.382	-0.170	1.000	0.432	0.638	0.299	0.537	0.079	0.620	0.620	0.383	-0.663	0.020
MAP	0.104	-0.205	-0.316	0.265	0.432	0.060	-0.014	0.432	1.000	0.068	0.853	0.409	0.574	0.415	0.415	0.436	0.063	0.171
MAT	-0.194	-0.812	-0.132	0.412	0.638	0.345	-0.608	0.638	0.068	1.000	-0.196	0.470	-0.293	0.598	0.598	0.289	-0.654	0.009
NDVI	0.116	-0.029	-0.343	0.241	0.299	-0.044	0.196	0.299	0.853	-0.196	1.000	0.467	0.648	0.384	0.384	0.302	0.181	0.129
NLCD	0.248	0.578	0.458	0.519	0.533	0.302	0.353	0.537	0.409	0.470	0.467	1.000	0.264	0.458	0.458	0.378	0.493	0.319
SOC	0.086	0.090	-0.109	0.123	0.079	0.044	0.282	0.079	0.574	-0.293	0.648	0.264	1.000	0.230	0.230	0.289	0.291	0.059
STATE	0.138	0.574	1.000	0.421	0.600	0.358	0.813	0.620	0.415	0.598	0.384	0.458	0.230	1.000	1.000	0.483	0.312	0.179
STATE_ID	0.138	0.574	1.000	0.421	0.600	0.358	0.813	0.620	0.415	0.598	0.384	0.458	0.230	1.000	1.000	0.483	0.312	0.179
SiltClay	-0.069	-0.441	-0.149	0.208	0.383	0.595	-0.039	0.383	0.436	0.289	0.302	0.378	0.289	0.483	0.483	1.000	-0.173	-0.025
Slope	0.315	0.734	0.096	0.361	-0.663	-0.401	0.191	-0.663	0.063	-0.654	0.181	0.493	0.291	0.312	0.312	-0.173	1.000	0.034
TPI	0.054	-0.004	0.001	0.250	0.020	-0.026	-0.034	0.020	0.171	0.009	0.129	0.319	0.059	0.179	0.179	-0.025	0.034	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

	ID	FIPS	STATE_ID	STATE	COUNTY	Longitude	Latitude	SOC	DEM	Aspect	Slope	TPI	KFactor	MAP	MAT	NDVI	SiltClay	NLCD	FRG
0	1	56041	56	Wyoming	Uinta County	-111.011860	41.056300	15.763	2229.078613	159.187744	5.671615	-0.085724	0.320000	468.324493	4.595169	0.413939	64.842697	Shrubland	Fire Regime Group IV
1	2	56023	56	Wyoming	Lincoln County	-110.982973	42.883497	15.883	1889.400146	156.878555	8.913812	4.559132	0.261212	536.352173	3.859924	0.693953	72.004547	Shrubland	Fire Regime Group IV
2	3	56039	56	Wyoming	Teton County	-110.806490	44.534970	18.142	2423.048340	168.612350	4.774805	2.605887	0.216200	859.550903	0.885500	0.546603	57.187000	Forest	Fire Regime Group V
3	4	56039	56	Wyoming	Teton County	-110.734417	44.432886	10.745	2484.282715	198.353622	7.121811	5.146931	0.181667	869.472412	0.470781	0.619101	54.991665	Forest	Fire Regime Group V
4	5	56029	56	Wyoming	Park County	-110.730790	44.806350	10.479	2396.194580	201.321487	7.949864	3.755706	0.125510	802.974304	0.758827	0.584472	51.228573	Forest	Fire Regime Group V
5	6	56039	56	Wyoming	Teton County	-110.661850	44.091240	16.987	2360.572998	208.973160	9.663215	6.502156	0.268222	1121.274414	1.358667	0.602835	45.020000	Forest	Fire Regime Group V
6	7	56039	56	Wyoming	Teton County	-110.643480	43.510830	24.954	2254.791260	254.674576	8.940430	-9.383187	0.184316	610.850586	2.818789	0.522561	50.295788	Forest	Fire Regime Group IV
7	8	56039	56	Wyoming	Teton County	-110.595819	44.318150	6.288	2496.393555	189.527313	12.582950	6.333541	0.203889	1109.410767	0.382889	0.463773	52.413334	Shrubland	Fire Regime Group V
8	9	56039	56	Wyoming	Teton County	-110.576980	43.693420	21.455	2238.686768	234.483124	9.681411	1.090585	0.319785	817.940308	2.100484	0.652541	49.159142	Forest	Fire Regime Group IV
9	10	56035	56	Wyoming	Sublette County	-110.517020	43.179390	21.644	2228.609863	152.179275	15.030870	-6.786053	0.058526	561.035522	1.942737	0.691703	44.122105	Forest	Fire Regime Group IV

	ID	FIPS	STATE_ID	STATE	COUNTY	Longitude	Latitude	SOC	DEM	Aspect	Slope	TPI	KFactor	MAP	MAT	NDVI	SiltClay	NLCD	FRG
461	464	20005	20	Kansas	Atchison County	-95.520987	39.560816	10.728	323.997589	180.009308	1.858106	0.330125	0.311263	937.009888	12.218053	0.726083	74.167366	Planted/Cultivated	Fire Regime Group II
462	465	20087	20	Kansas	Jefferson County	-95.484753	39.138297	12.903	296.393372	184.402405	3.371665	3.368828	0.368571	954.425293	12.450238	0.750859	79.306351	Planted/Cultivated	Fire Regime Group II
463	466	20099	20	Kansas	Labette County	-95.477124	37.261982	7.256	272.679688	185.040390	1.429968	1.074459	0.325529	1099.340820	13.748117	0.694314	77.164703	Planted/Cultivated	Fire Regime Group I
464	467	20013	20	Kansas	Brown County	-95.372153	39.882329	7.500	313.830322	176.891998	2.361841	-0.885889	0.280000	927.770142	11.699468	0.796992	88.552124	Planted/Cultivated	Fire Regime Group II
465	468	20099	20	Kansas	Labette County	-95.369331	37.123240	13.147	269.335358	177.458923	1.011653	-0.160641	0.385957	1115.609253	13.939947	0.673386	81.658508	Planted/Cultivated	Fire Regime Group II
466	469	20013	20	Kansas	Brown County	-95.365156	39.847988	6.433	313.830322	176.891998	2.361841	-0.885889	0.280000	927.770142	11.699468	0.796992	88.552124	Planted/Cultivated	Fire Regime Group II
467	470	20133	20	Kansas	Neosho County	-95.238909	37.691421	8.780	293.830933	184.420074	1.390749	0.609901	0.358791	1098.397339	13.642802	0.721526	83.907692	Planted/Cultivated	Fire Regime Group II
468	471	20001	20	Kansas	Allen County	-95.189000	37.931230	10.672	323.660980	147.165680	1.067160	0.519572	0.342211	1080.718384	13.425895	0.690666	74.418945	Planted/Cultivated	Fire Regime Group II
469	472	20043	20	Kansas	Doniphan County	-95.010794	39.811306	4.488	298.053680	173.346512	3.145534	1.119382	0.287957	935.529480	11.802634	0.773538	89.834412	Planted/Cultivated	Fire Regime Group II
470	473	20021	20	Kansas	Cherokee County	-94.915421	37.284493	6.975	272.262390	194.963684	0.917755	-0.256961	0.192603	1126.816528	13.849932	0.661758	79.964386	Planted/Cultivated	Fire Regime Group V

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Interactions

Correlations

Missing values

Sample